Generative adversarial network (GAN)

area: Machine learning · 0 papers in the last 7 days

\min_G \max_D\ E_x\big[\log D(x)\big] + E_z\big[\log\big(1 - D(G(z))\big)\big]

A generator and a discriminator trained against each other.

LaTeX: \min_G \max_D\ E_x\big[\log D(x)\big] + E_z\big[\log\big(1 - D(G(z))\big)\big]

Names searched for: generative adversarial, GAN

Key findings

Generative adversarial network (GAN) was mentioned in 28 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #33 of the 104 equations and models mentioned.
By journal category: AI (21), Operations Research (4), Finance (1), Economics (1) and Management (1).
Most of them appeared in Neural Computing and Applications (4), International Journal of Computer Vision (4) and Machine Learning (3).
Often mentioned together with Convolutional neural network (CNN) (14), Variational autoencoder (ELBO) (9) and Scaled dot-product attention (Transformer) (7).
Datasets named in the same papers: OR-Library (4), ImageNet (4) and Kaggle (2).

Papers mentioning Generative adversarial network (GAN), newest first.
Date	Title	Journal	Authors	Affiliations
2026-10-19	Solutions of two-stage stochastic minimax problems	Mathematical Programming	Hailin Sun, Xiaojun Chen	Nanjing Normal University; Hong Kong Polytechnic University
2026-10-17	Beyond Likelihood Ratio Bias: Nested Multi-time Scale Stochastic Approximation for Likelihood-Free Parameter Estimation	Machine Learning	Zehao Li, Zhouchen Lin, Yijie Peng	Peking University; Nanjing University
2026-10-16	Generative deep learning for class imbalance in credit risk modeling: comparative evaluation of synthetic oversampling methods and an elastic oversampling extension	Financial Innovation	Tae Yeon Kwon	Hankuk University of Foreign Studies
2026-10-16	The Challenges of Hyperparameter Tuning for Accurate Causal Effect Estimation	Machine Learning	Damian Machlanski, Spyridon Samothrakis, Paul Clarke	University of Edinburgh; University of Essex; Institute for Social and Economic Research
2026-10-15	Platform-free proof of federated learning consensus blockchain with optimized neural network-based electronic health records storage and sharing scheme	Knowledge and Information Systems	M Lavanya
2026-10-15	Metropolis-scale resilient and trustworthy traffic flow inference using multi-source data	Transportation Research Part C Emerging Technologies	Qishen Zhou, Yifan Zhang, Michail Makridis et al.	Jilin University; City University of Hong Kong; City University of Hong Kong (Dongguan); …
2026-10-14	Echo-DM: Ultrasound marker removal via conditional latent diffusion and region-aware fusion	Neural Networks	Zhiwei Wang, Tao Huang, Wentao Jiang et al.	Wuhan University; Central Hospital of Wuhan; Hubei University of Technology
2026-10-10	Comprehensive review of GANs and diffusion models in multimodal 3D medical image conversion	Pattern Recognition	Nan Jiang, 李皓塱, Xiao Teng et al.	Central South University; Hunan Children's Hospital; National University of Defense Technology; …
2026-10-09	Edit-Your-Interest: Efficient video editing via Feature Most-Similar Propagation	Pattern Recognition	Yi Zuo, Zitao Wang, Lingling Li et al.	Ministry of Education of the People's Republic of China; Xidian University
2026-10-07	Artificial intelligence technologies, skills demand and employment: Evidence from linked job ads	Labour Economics	Lennert Peede, Michael Stops	Institut für Arbeitsmarkt und Berufsforschung
2026-10-06	Optimization modeling in business and government: in honor of Professor John M. Mulvey on his 80th birthday	Annals of Operations Research	David A. Saunders, Stavros A. Zenios	University of Waterloo; Durham University; University of Cyprus
2026-10-01	A review of cutting-edge methods for using deep learning to predict renewable energy	Neural Computing and Applications	A. I. Mustafa, Omar Sh. Alyozbaky	University of Mosul
2026-10-01	SteRGAN: An Improvised Framework based on Generative Adversarial Network for Image Steganography	Neural Computing and Applications	Yatendra Sharma, Gopa Bhaumik	National Institute of Technology Sikkim; National Institute of Technology Jamshedpur
2026-10-01	An explainable and expert knowledge-enhanced hierarchical supervised learning approach for egg hatchability prediction in cyber-physical systems	Expert Systems with Applications	Qingguo Wu, Tianteng Wang, David Jingjun Xu et al.	Northwest A&F University; City University of Hong Kong; Chongqing University; …
2026-10-01	A metaheuristically optimized transfer learning framework with super-resolution G. A. N. for multi-class Alzheimer’s disease classification from M. R. I. images	Neural Computing and Applications	S. Mahalakshmi, K. Ramalakshmi, K. Valarmathi
2026-10-01	Addressing Methodological Challenges in Time Series Anomaly Detection	Machine Learning	Nancy Xu, Henrik Boström
2026-10-01	First-Order Algorithms for Min–Max Problems with Non-linear Coupled Constraints	Journal of Optimization Theory and Applications	Ioannis Tsaknakis, Prashant Khanduri, Mingyi Hong et al.	University of Minnesota; Wayne State University
2026-10-01	Optimization of machine translation framework based on adversarial networks and sample transfer algorithm	Neural Computing and Applications	Rong Luo, Jingjing Du, Huanping Zhu et al.	Xijing University; Shaanxi University of Science and Technology; Microbiology Institute of Shaanxi
2026-10-01	Fix Your Downsampling ASAP! Aliasing and Sinc Artifact Free Pooling in the Fourier Domain	International Journal of Computer Vision	Julia Grabinski, Steffen Jung, Janis Keuper et al.	Technische Hochschule Mannheim; University of Mannheim; Technische Universität Darmstadt; …
2026-10-01	A comprehensive survey on multimodal sentiment analysis: Approaches, challenges and open issues	International Journal of Information Management	Fatemeh Hemmatian, Arash Sabbaghi, Mohammad Karim Sohrabi	Islamic Azad University Semnan
2026-10-01	ANNE: adaptive neuron network expansion for 2D medical image segmentation	Applied Intelligence	Abel A. Reyes, Sidike Paheding	Michigan Technological University; Fairfield University
2026-10-01	Semantic Privacy Protection with Utility Preservation for 3D Point Clouds	International Journal of Computer Vision	Jinchang Zhang, Jiakai Lin, David Crandall et al.	Indiana University Bloomington; Indiana University
2026-10-01	Blurring Modal Boundaries: A Unified Survey from Single- to Multi-modal Person Re-ldentification	International Journal of Computer Vision	Xiao Wang, Bing Wang, B Yang et al.	Wuhan University of Science and Technology; Wuhan University; Anhui University
2026-10-01	Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses	International Journal of Computer Vision	Hao Fang, Yixiang Qiu, Hongyao Yu et al.	Tsinghua Shenzhen International Graduate School; Tsinghua University; Harbin Institute of Technology; …
2026-09-30	From instructions to intelligent synthesis: conceptual art, distributed creativity, and the posthuman turn in AI-powered artistic practices	AI & Society	Yunlin Xie, Ashley Lee Wong	Chinese University of Hong Kong
2026-09-30	From continuous sEMG signals to discrete muscle state tokens: A robust and interpretable representation framework	Expert Systems with Applications	Yuepeng Chen, Kaili Zheng, Ji Wu et al.	Beijing University of Posts and Telecommunications; Tsinghua University; Ningbo University; …
2026-09-30	P2Mark: Plug-and-play parameter-level watermarking for neural speech generation	Artificial Intelligence	Yong Sheng Ren, Jiangyan Yi, Tao Wang et al.	Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences; …
2026-09-28	EMR-GAN: Process improvement, privacy preserving data generation, and prediction enhancement based on GAN	Knowledge-Based Systems	Tianya Liu, Mingming Hu, Yaokang Song et al.